| Presentation | 2013-02-18 Super resolution without reference images based on combination of high frequency components using total variation regularization Hiroki TSURUSAKI, Masashi KAMEDA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to improve the image quality of enlarged image, the super resolution using total variation(TV) regularization has been proposed. However, the previous method without reference images has a problem that the edge distortion such as blur is occurred in the enlarged image because higher frequency information isn't able to be estimated accurately. This paper presents new super resolution based on TV regularization that calculates two kinds of higher frequency components with edge and texture, and composes the higher frequency image by combining both components appropriately. It is seen in the experimental results that the enlarged image by the proposed method decreases the blur around edge compared with the previous method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Super Resolution / Total Variation Regularization / Hybrid Texture Image / Bicubic Interpolation |
| Paper # | ITS2012-40,IE2012-120 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2013/2/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Super resolution without reference images based on combination of high frequency components using total variation regularization |
| Sub Title (in English) | |
| Keyword(1) | Super Resolution |
| Keyword(2) | Total Variation Regularization |
| Keyword(3) | Hybrid Texture Image |
| Keyword(4) | Bicubic Interpolation |
| 1st Author's Name | Hiroki TSURUSAKI |
| 1st Author's Affiliation | Faculty of Software and Information Science, Iwate Prefectural University() |
| 2nd Author's Name | Masashi KAMEDA |
| 2nd Author's Affiliation | Faculty of Software and Information Science, Iwate Prefectural University |
| Date | 2013-02-18 |
| Paper # | ITS2012-40,IE2012-120 |
| Volume (vol) | vol.112 |
| Number (no) | 434 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |